MCP server

Development Indicators MCP

io.github.lbruce-wq/development-indicators

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Open-source MCP for official development indicators with provenance and citations.

Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

10

Token cost

About 1,315 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http development-indicators https://indicatorsmcp.impactengines.ai/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.development-indicators]
url = "https://indicatorsmcp.impactengines.ai/mcp"

Gemini CLI

{"mcpServers":{"development-indicators":{"httpUrl":"https://indicatorsmcp.impactengines.ai/mcp"}}}

Cursor

{"mcpServers":{"development-indicators":{"url":"https://indicatorsmcp.impactengines.ai/mcp"}}}

VS Code

{"servers":{"development-indicators":{"type":"http","url":"https://indicatorsmcp.impactengines.ai/mcp"}}}

Antigravity

agy mcp add development-indicators https://indicatorsmcp.impactengines.ai/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"development-indicators","server_url":"https://indicatorsmcp.impactengines.ai/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"development-indicators","server_url":"https://indicatorsmcp.impactengines.ai/mcp"}

Tools

• compare_observations ~220 tokens
  Retrieve series side by side and flag obvious metadata differences without merging them.
• faostat_list_domains ~170 tokens
  List live FAOSTAT groups and domains available to build source-qualified series.
• faostat_search_dimension ~148 tokens
  Search a FAOSTAT domain's area, item, element, unit, or other definition table.
• find_microdata ~101 tokens
  Find relevant public microdata catalogues and state their access conditions.
• get_indicator_metadata ~83 tokens
  Retrieve authoritative metadata for a source-qualified series reference.
• get_observations ~208 tokens
  Retrieve official observations while retaining metadata, citations and warnings.
• get_source_setup ~78 tokens
  Explain source access requirements without exposing server secrets.
• list_sources ~82 tokens
  List supported and planned official data sources and their access characteristics.
• resolve_geographies ~94 tokens
  Resolve country names or codes to ISO 3166-1 alpha-3 codes such as GHA and KEN.
• search_indicators ~131 tokens
  Rank official indicators; returns match evidence, retrieval health and source failures.

Browse

• GitHub tools
• GitHub and code hosting

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